How I Built a Fully Local RAG App with Ollama, FastAPI, and Qdrant

As developers, we’re often faced with the question:How do we bring AI into our apps without giving up privacy, control, and budget? The answer: local-first AI using Retrieval-Augmented Generation (RAG). RAG allows you to feed your own data (PDFs, not...